Big Data

Techniques and Technologies in Geoinformatics
Herausgeber: Karimi, Hassan A

• Gebundenes Buch

Produktbeschreibung

Big Data is defined as "a collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools". The challenges include capture, storage, search, sharing, analysis, and visualization." Big Data has always been a major challenge in geoinformatics as geospatial databases are inherently very large. This book will integrate in one single volume techniques and technologies for storing and managing very large geospatial databases and help developing new geoinformatics software and systems that involve very large databases.

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Produktdetails

• Verlag: CRC Press
• Seitenzahl: 312
• Erscheinungstermin: 18. Februar 2014
• Englisch
• Abmessung: 241mm x 159mm x 25mm
• Gewicht: 612g
• ISBN-13: 9781466586512
• ISBN-10: 1466586516
• Artikelnr.: 39306062

Autorenporträt

Hassan A. Karimi

Inhaltsangabe

Part I: Geospatial Data Collection and Applications. Advanced Geospatial
Data Collection Technologies. Geo-Crowdsourcing: A New Trend in Collecting
Geospatial Data. Big Data in Location-Based Services. Big Data in Satellite
Imagery. Part II: Geospatial Data Analytics. Geostatistics. Geospatial Data
Mining. Machine Learning. Geovisualization. Part III: Data-Intensive
Geospatial Computing. Distributed Geospatial Data-Intensive Computing. Grid
Computing for Geospatial Data-Intensive Problems. Cloud Computing for
Geospatial Data-Intensive Problems. Parallel Computing for Geospatial
Data-Intensive Problems.